This review examines how scientists extract and study beneficial compounds called polysaccharides from a medicinal fungus called Phellinus. These polysaccharides show promise in fighting cancer, reducing inflammation, and boosting immune function. Different extraction methods affect the quality and effectiveness of these compounds, and researchers are working to optimize these techniques for better therapeutic applications.